Simple Summary The future of plant biology, particularly rapidly advancing precision
horticulture and predictive breeding, will require the transformation of huge volumes of multi …

Climate change disrupts food production in many regions of the world. The accompanying
extreme weather events, such as droughts, floods, heat waves, and cold snaps, pose threats …

Yield calculation is an important link in modern precision agriculture that is an effective
means to improve breeding efficiency and to adjust planting and marketing plans. With the …

The potato is a key crop in addressing global hunger, and deep learning is at the core of
smart agriculture. Applying deep learning (eg, YOLO series, ResNet, CNN, LSTM, etc.) in …

Milk thistle, Silybum marianum (L.), is a well-known medicinal plant used for the treatment of
liver diseases due to its high content of silymarin. The seeds contain elaiosome, a fleshy …

Introduction Horticultural plant breeding programs often demand large volumes of
phenotypic data to capture visual variation in quality of harvested products. Increasing the …

Human activities and climate change have resulted in frequent and intense weather
fluctuations, leading to diverse abiotic stresses on crops which hampers greatly their …

Advances in gene editing and natural genetic variability present significant opportunities to
generate novel alleles and select natural sources of genetic variation for horticulture crop …

Lettuce (Lactuca sativa) is a leafy vegetable that provides a valuable source of
phytonutrients for a healthy human diet. The assessment of plant growth and composition is …

High throughput image-based phenotyping is a powerful tool to non-invasively determine
the development and performance of plants under specific conditions over time. By using …